Start | End | Title | Presenter |
8:30 | 9:25 | Introduction and Overview |
Tom Rondeau |
9:25 | 9:45 | An Introduction to SigMF | Ben Hilburn |
9:45 | 9:55 | Modulation Recognition Using Side Information and Hybrid Learning |
Matthieu Bloch (Georgia Tech) |
9:55 | 10:05 | Phasma: An Automatic Modulation Classification System Based on Random Forest |
Kostis Triantafyllakis (Forth) |
10:05 | 10:15 | USRP N210 Demonstration of Wideband Sensing and Blind Hierarchical Modulation Classification |
Mihir Laghate (UCLA) |
10:15 | 10:25 | Modulation Recognition with GNU Radio, Keras, and HackRF |
Jack Ziegler (Northrup Grumman) |
10:25 | 10:45 | Break | |
10:45 | 10:55 | Learning to Detect and Classify Channelized Radio Signals with Neural Networks | Tim O'Shea (Hume Center at Virginia Tech) |
10:55 | 11:05 | Modulation Recognition Using Hierarchical Deep Neural Networks |
Krishna Karra (BAE) |
11:05 | 11:15 | DFT Signal Detection and Channelization with a Deep Neural Network Modulation Classifier |
Nathan West (NRL) |
11:15 | 11:25 | Modulation Recognition Using Second- And Higher -Order Cyclostationarity |
Chad Spooner (North West Research Associates) |
11:25 | 12:00 | Workshop: Data-Driven RF |